Lake Water-Level fluctuations forecasting using Minimax Probability Machine Regression, Relevance Vector Machine, Gaussian Process Regression, and Extreme Learning Machine

Developing an AI-based method for river discharge forecasting using satellite signals

(2019) Amir Hossein Zaji et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Closure to “An integrated framework of extreme learning machines for predicting scour at pile groups in clear water condition” by: I. Ebtehaj, H. Bonakdari, F. Moradi, B. Gharabaghi, Z. Sheikh Khozani

(2019) Isa Ebtehaj et al.   COASTAL ENGINEERING

Integrated Markov chains and uncertainty analysis techniques to more accurately forecast floods using satellite signals

(2019) Hossein Bonakdari et al.   JOURNAL OF HYDROLOGY

Reservoir water level forecasting using group method of data handling

(2018) Amir Hossein Zaji et al.   Acta Geophysica

Novel hybrid linear stochastic with non-linear extreme learning machine methods for forecasting monthly rainfall a tropical climate

(2018) Mohammad Zeynoddin et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Reservoir water level forecasting using group method of data handling

(2018) Amir Hossein Zaji et al.   Acta Geophysica

Sensitivity analysis of the factors affecting the discharge capacity of side weirs in trapezoidal channels using extreme learning machines

(2017) Hamed Azimi et al.   FLOW MEASUREMENT AND INSTRUMENTATION

Monthly reservoir inflow forecasting using a new hybrid SARIMA genetic programming approach

(2017) Hamid Moeeni et al.   Journal of Earth System Science

Forecasting Evaporative Loss by Least-Square Support-Vector Regression and Evaluation with Genetic Programming, Gaussian Process, and Minimax Probability Machine Regression: Case Study of Brisbane City

(2017) Ravinesh C. Deo et al.   JOURNAL OF HYDROLOGIC ENGINEERING

Novel approach for streamflow forecasting using a hybrid ANFIS-FFA model

(2017) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

Application of firefly algorithm-based support vector machines for prediction of field capacity and permanent wilting point

(2017) Mohammad Ali Ghorbani et al.   SOIL & TILLAGE RESEARCH

Integrated SARIMA with Neuro-Fuzzy Systems and Neural Networks for Monthly Inflow Prediction

(2017) Hamid Moeeni et al.   WATER RESOURCES MANAGEMENT

Rainfall Pattern Forecasting Using Novel Hybrid Intelligent Model Based ANFIS-FFA

(2017) Zaher Mundher Yaseen et al.   WATER RESOURCES MANAGEMENT

Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model

(2016) Ravinesh C. Deo et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Prediction of Water Level using Monthly Lagged Data in Lake Urmia, Iran

(2016) Babak Vaheddoost et al.   WATER RESOURCES MANAGEMENT

Prediction of Water-Level in the Urmia Lake Using the Extreme Learning Machine Approach

(2016) Jalal Shiri et al.   WATER RESOURCES MANAGEMENT

A survey of water level fluctuation predicting in Urmia Lake using support vector machine with firefly algorithm

(2015) Ozgur Kisi et al.   APPLIED MATHEMATICS AND COMPUTATION

Nitrous oxide emission from the littoral zones of the Miyun Reservoir near Beijing, China

(2015) Hongli Li et al.   HYDROLOGY RESEARCH

Non-parametric representation and prediction of single- and multi-shell diffusion-weighted MRI data using Gaussian processes

(2015) Jesper L.R. Andersson et al.   NEUROIMAGE

Comparison of Different Data-Driven Approaches for Modeling Lake Level Fluctuations: The Case of Manyas and Tuz Lakes (Turkey)

(2015) Hadi Sanikhani et al.   WATER RESOURCES MANAGEMENT

Lake Level Forecasting Using Wavelet-SVR, Wavelet-ANFIS and Wavelet-ARMA Conjunction Models

(2015) Maryam Shafaei et al.   WATER RESOURCES MANAGEMENT

Nitrous oxide emission from the littoral zones of the Miyun Reservoir near Beijing, China

(2015) Hongli Li et al.   Hydrology Research

A genetic programming technique for lake level modeling

(2014) Ali Aytek et al.   HYDROLOGY RESEARCH

Inter-comparison of time series models of lake levels predicted by several modeling strategies

(2014) R. Khatibi et al.   JOURNAL OF HYDROLOGY

Predicting Water Level Fluctuations in Lake Michigan-Huron Using Wavelet-Expert System Methods

(2014) Abdüsselam Altunkaynak   WATER RESOURCES MANAGEMENT

Prediction of Urmia Lake Water-Level Fluctuations by Using Analytical, Linear Statistic and Intelligent Methods

(2013) Hossein Kakahaji et al.   WATER RESOURCES MANAGEMENT

Robust extreme learning machine

(2012) Punyaphol Horata et al.   NEUROCOMPUTING

Multi-lead ahead prediction model of reference evapotranspiration utilizing ANN with ensemble procedure

(2012) Ahmed El-Shafie et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Forecasting daily lake levels using artificial intelligence approaches

(2011) Ozgur Kisi et al.   COMPUTERS & GEOSCIENCES

Precipitation and temperature trends for the Southwest China: 1960-2007

(2010) Nianxiu Qin et al.   HYDROLOGICAL PROCESSES

A new trend analysis for seasonal time series with consideration of data dependence

(2010) Quanxi Shao et al.   JOURNAL OF HYDROLOGY

Comparison of Recurrent Neural Network, Adaptive Neuro-Fuzzy Inference System and Stochastic Models in Eğirdir Lake Level Forecasting

(2009) Veysel Güldal et al.   WATER RESOURCES MANAGEMENT

Trend detection in hydrologic data: The Mann–Kendall trend test under the scaling hypothesis

(2007) Khaled H. Hamed   JOURNAL OF HYDROLOGY

Enhanced random search based incremental extreme learning machine

(2007) Guang-Bin Huang et al.   NEUROCOMPUTING